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07/19/2023
ProtiGeno: a prokaryotic short gene finder using protein language models
Prokaryotic gene prediction plays an important role in understanding the...
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01/15/2023
Efficiently Computing Sparse Fourier Transforms of q-ary Functions
Fourier transformations of pseudo-Boolean functions are popular tools fo...
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10/05/2022
Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces
Data-driven machine learning models are being increasingly employed in s...
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10/26/2020
BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory
We consider feature selection for applications in machine learning where...
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06/12/2018
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches
Feature selection is an important challenge in machine learning. It play...
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02/16/2017